Frequently Asked Questions

K-Dense Web is our self-service platform for individuals and small teams—sign up instantly, get $50 in free credits, and pay as you go. K-Dense Enterprise is built for organizations and includes everything in K-Dense Web plus custom integrations (CRMs, ERPs, databases), private data connectors, enterprise security (SOC 2, HIPAA-ready), custom UI/branding, team management, and dedicated support with SLAs.

K-Dense is a fully hosted platform. You simply upload your data or describe your goal, and our AI agent breaks down the task, executes multi-step workflows, runs analyses, and generates professional reports and visualizations. Everything runs on our secure cloud infrastructure.

K-Dense supports complex work across many domains: scientific research & bioinformatics, financial analysis & modeling, market research & competitive intelligence, engineering & technical analysis, healthcare & clinical data, and more. Our platform provides end-to-end task execution from data ingestion to professional outputs. See our use cases for examples.

We offer multiple options: Our open-source Claude Scientific Skills are completely free and MIT licensed—you can use them with Claude Code, Cursor, or any MCP-compatible tool on your own computer. K-Dense Web offers $50 in free credits to get started, with pay-as-you-go pricing after that. K-Dense Web has three effort levels—Fast, Standard, and Pro—and Fast mode is free for a limited time. K-Dense Enterprise customers receive custom pricing.

Our open-source Claude Scientific Skills provide a foundation for AI-assisted work that runs locally on your machine. K-Dense Web is our significantly more powerful fully hosted platform—it offers advanced capabilities including end-to-end task automation, automated machine learning with intelligent model selection, multi-step workflows, professional-grade outputs, and seamless cloud storage. K-Dense Web is designed to take you from raw data to polished deliverables with minimal manual intervention.

Yes, data security is a top priority. Your data is encrypted in transit and at rest. We do not train AI models on your data, and you retain full ownership of all your outputs. K-Dense Enterprise customers can opt for private cloud or on-premises deployments with additional security controls, SOC 2 compliance, and HIPAA-ready infrastructure. For more details, please review our Privacy Policy.

Absolutely. Both our open-source tools (MIT licensed), K-Dense Web, and K-Dense Enterprise can be used for commercial purposes. Enterprise customers benefit from additional features like custom data connectors, dedicated support, and deployment options tailored to their organization's needs.

K-Dense supports a wide variety of data formats including CSV, Excel, JSON, PDF, and many specialized formats for different industries. For scientific data, we support formats like FASTA, FASTQ, PDB, SDF, and standard analysis outputs. Enterprise customers can request custom data connectors for proprietary formats and internal systems. Contact us if you have specific format requirements.

K-Dense uses state-of-the-art AI models combined with established methods and validated tools. All analyses include appropriate methodology, and the AI provides clear documentation. We recommend users review outputs as they would any computational analysis and validate key findings as appropriate for their domain.

K-Dense Web supports sharing sessions via public links. K-Dense Enterprise includes full team collaboration features: shared workspaces, role-based access control, team management, usage analytics, and administrative controls for managing access across your organization.

K-Dense Enterprise offers flexible deployment options: Cloud Hosted (fully managed on our secure infrastructure), Private Cloud (deploy in your own AWS, GCP, or Azure environment), and On-Premises (install within your own data center for strict data sovereignty requirements). Contact us to discuss your requirements.

For K-Dense Web, visit app.k-dense.ai and sign up for free—you'll receive $50 in credits to explore the platform. For K-Dense Enterprise, contact us to discuss your organization's requirements. For the open-source option, visit our GitHub repository to access Claude Scientific Skills.

You can review our Terms of Use and our Privacy Policy. These documents outline how we handle your data, your rights as a user, and the terms governing your use of K-Dense.